基于移动群智感知的物联网大数据挖掘与应用

71531001
2015
G0112.信息系统与管理
吴俊杰
重点项目
教授
北京航空航天大学
294万元
时空情景;用户行为;智慧城市;数据挖掘;移动群智感知物联网
2016-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Spatial Crowdsourcing: Challenges, Techniques, and Applications 会议论文 Tong Yongxin;Chen Lei;Cyrus Shahabi
2 Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense 会议论文 Jingyuan Wang;Yufan Wu;Mingxuan Li;Xin Lin;Junjie Wu;Chao Li
3 一种基于协同网络表示学习的电信异常检测方法 专利 张震;刘冠男;张亮;林浩;吴俊杰;马欢;缪亚男
4 Fake News Propagates Differently from Real News Even at Early Stages of Spreading 期刊论文 Zhao Zilong;Zhao Jichang;Sano Yukie;Levy Orr;Takayasu Hideki;Takayasu Misako;Li Daqing;Wu Junjie;Havlin Shlomo
5 一种基于速度采样数据的区域交通拥堵评价方法 专利 赵吉昌;马莹雪;盛浩
6 Exploring Correlation Network for Cheating Detection 期刊论文 Luo Ping;Shu Kai;Wu Junjie;Wan Li;Tan Yong
7 Traffic Speed Prediction and Congestion Sources Exploration: A Deep Learning Method 会议论文 Wang Jingyuan;Gu Qian;Wu Junjie;Liu Guannan;Xiong Zhang
8 Knowledge transmission model with differing initial transmission and retransmission process 期刊论文 Wang Haiying;Wang Jun;Small Michael
9 CSWIM’18大会最佳论文奖第二名:Influence of Monetary Incentive on Content Generation Process for User-Generated Content 奖励 Zixuan Meng;Yi-qun Ho;吴俊杰;Yong Tan
10 Does Facebook activity reveal your dark side? Using online language features to understand an individual's dark triad and needs 期刊论文 Yuan Cuixin;Hong Ying;Wu Junjie
11 阿里巴巴“达摩院青橙奖”(全国仅9位获得者) 奖励 童永昕
12 Dancing with Trump in the Stock Market: A Deep Information Echoing Model 期刊论文 Yuan Kun;Liu Guannan;Wu Junjie;Xiong Hui
13 基于强化学习的机器学习模型预测时机估计模型 专利 王静远;廖家琳;马静天;任厚兴
14 Introducing News Media Sentiment Analytics to Residents' Attitudes Research 期刊论文 Hao Jin-Xing;Fu Yu;Hsu Cathy;Li Xiang;Chen Nan
15 Joint Representation Learning for Multi-Modal Transportation Recommendation 会议论文 Liu Hao;Li Ting;Hu Renjun;Fu Yanjie;Gu Jingjing;Xiong Hui
16 Disconfirmation Effect on Online Rating Behavior: A Structural Model 期刊论文 Ho Yi Chun;Wu Junjie;Tan Yong
17 Who are influential in Q&A communities? A measure of V-Constraint based on knowledge diffusion capability 期刊论文 Wang Jun;Luo Yang;Hao Jin Xing;Ding Liting;Zhang Ruilin
18 基于数据共现关系的深度聚类方法及系统 专利 刘冠男;吴俊杰;吴孟其
19 Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models 期刊论文 Lin Hao;Zhu Hengshu;Wu Junjie;Zuo Yuan;Zhu Chen;Xiong Hui
20 Collaborative Company Profiling: Insights from an Employee's Perspective 会议论文 Lin Hao;Zhu Hengshu;Zuo Yuan;Zhu Chen;Wu Junjie;Xiong Hui
21 一种互联网多源异质数据融合的选举预测方法 专利 赵忠华;吴俊杰;解峥;袁翠欣;孙小宁;李欣;万欣欣
22 An Efficient Insertion Operator in Dynamic Ridesharing Services 会议论文 Xu Yi;Tong Yongxin;Shi Yexuan;Tao Qian;Xu Ke;Li Wei
23 Embedding Temporal Network via Neighborhood Formation 会议论文 Zuo Yuan;Liu Guannan;Lin Hao;Guo Jia;Hu Xiaoqian;Wu Junjie
24 CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition 会议论文 Wang Jingyuan;He Xu;Wang Ze;Wu Junjie;Yuan Nicholas Jing;Xie Xing;Xiong Zhang
25 一种基于互补语料的短文本观点挖掘方法 专利 何跃鹰;吴俊杰;赵忠华;董建武;徐剑;林浩;左源
26 Demand-Aware Charger Planning for Electric Vehicle Sharing. 会议论文 Du Bowen;Tong Yongxin;Zhou Zimu;Tao Qian;Zhou Wenjun
27 Sleeping Beauties in Meme Diffusion 期刊论文 Zhang Leihan;Xu Ke;Zhao Jichang
28 Structural Analysis of User Choices for Mobile App Recommendation 期刊论文 Liu Bin;Wu Yao;Gong Neil Zhenqiang;Wu Junjie;Xiong Hui;Ester Martin
29 A Pseudo-document-based Topical N-grams model for short texts 期刊论文 Lin Hao;Zuo Yuan;Liu Guannan;Li Hong;Wu Junjie;Wu Zhiang
30 一种基于异构社会网络的检测方法 专利 伍之昂;朱桂祥;吴俊杰
31 国家计算机网络信息安全管理中心优秀团队表彰 奖励 吴俊杰
32 Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation. 会议论文 Wu Ning;Wang Jingyuan;Zhao Wayne Xin;Jin Yang
33 The Role of Text-extracted Investor Sentiment in Chinese Stock Price Prediction with the Enhancement of Deep Learning 期刊论文 Li Yelin;Bu Hui;Li Jiahong;Wu Junjie
34 Deep Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Prediction 期刊论文 Wang Jingyuan;Zhen Peng;Wang Xiaoda;Li Chao;Wu Junjie
35 基于深度强化学习的救护车动态重定位调度研究 期刊论文 刘冠男;曲金铭;李小琳;吴俊杰
36 一种采用深度学习融合网络模型确定手机用户位置的方法 专利 王静远;李旭桥;李剑锋;李超
37 Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文 Wang Deqing;Lu Chenwei;Wu Junjie;Liu Hongfu;Zhang Wenjie;Zhuang Fuzhen;Zhang Hui
38 电信网络诈骗事件的剧本提取剧本提取方法以及装置 专利 万辛;李鹏;刘冠男;孙旭东;曲金铭;沈亮;刘发强;倪善金;吴俊杰
39 Time-varying comovement and changes of comovement structure in the Chinese stock market: A causal network method 期刊论文 Bu Hui;Tang Wenjin;Wu Junjie
40 Personality expression and recognition in Chinese language usage 期刊论文 Yuan Cuixin;Hong Ying;Wu Junjie
41 Topic Modeling of Short Texts: A Pseudo Document View 会议论文 Zuo Yuan;Wu Junjie;Zhang Hui;Lin Hao;Wang Fei;Xu Ke;Xiong Hui
42 一种基于分解聚合的电信诈骗电话的分类检测方法 专利 万辛;刘冠男;李鹏;安茂波;林浩;吴俊杰;高圣翔;孙晓晨;虞宇琪;郭佳
43 A Collaborative Learning Framework to Tag Refinement for Points of Interest 会议论文 Zhou Jingbo;Gou Shan;Hu Renjun;Zhang Dongxiang;Xu Jin;Jiang Airong;Li Ying;Xiong Hui
44 A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data 会议论文 Guo Suiming;Chen Chao;Wang Jingyuan;Liu Yaxiao;Xu Ke;Zhang Daqing;Dah Ming Chiu
45 Motivation Factors of Knowledge Collaboration in Virtual Communities of Practice: a Perspective from System Dynamics 期刊论文 Wang Jun;Zhang Ruilin;Hao Jin Xing;Chen Xuanyi
46 《哈佛商业评论》中文版“拉姆•查兰管理实践奖”全场大奖 奖励 熊辉
47 中国计算机学会杰出演讲者 奖励 王静远
48 一种基于上下文感知的非负张量分解的城市动态分析方法 专利 王静远;陈超;熊璋
49 A Unified Approach to Route Planning for Shared Mobility 会议论文 Tong Yongxin;Zeng Yuxiang;Zhou Zimu;Chen Lei;Ye Jieping;Xu Ke
50 Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach 会议论文 Xu Tong;Zhu Hengshu;Zhu Chen;Li Pan;Xiong Hui
51 Understanding Interurban Networks from a Multiplexity Perspective 期刊论文 Hu Xiaoqian;Wang Chao;Wu Junjie;Stanley H. Eugene
52 Predictive Accuracy of Sentiment Analytics for Tourism: A Metalearning Perspective on Chinese Travel News 期刊论文 Fu Yu;Hao Jin Xing;Li Xiang;Hsu Cathy H C
53 Tag Clustering Algorithm LMMSK: Improved K-means Algorithm Based on Latent Semantic Analysis 期刊论文 Yang Jing;Wang Jun
54 Recovering Individual's Commute Routes Based on Mobile Phone Data 期刊论文 Song Xin;Ouyang Yuanxin;Du Bowen;Wang Jingyuan;Xiong Zhang
55 Spatial Crowdsourcing: A Survey 期刊论文 Tong Yongxin;Zhou Zimu;Zeng Yuxiang;Chen Lei;Shahabi Cyrus
56 Review mechanism promotes knowledge transmission in complex networks 期刊论文 Wang Haiying;Wang Jun;Small Michael;Moore Jack Murdoch
57 Learning Sequential Behavior Representations for Fraud Detection 会议论文 Guo Jia;Liu Guannan;Zuo Yuan;Wu Junjie
58 Fraud Detection in Dynamic Interaction Network 期刊论文 Lin Hao;Liu Guannan;Wu Junjie;Zuo Yuan;Wan Xin;Li Hong
59 北京航空航天大学青年科学家团队 奖励 吴俊杰
60 数据智能:趋势与挑战 期刊论文 吴俊杰;刘冠男;王静远;左源;部慧;林浩
61 WGDC全球前沿科技青年科学家 奖励 王静远
62 DMKD’18大会最佳学生论文奖:Applying deep learning for adverse pregnancy outcome detection with pre-pregnancy health data 奖励 Mu Yu;Feng Kai;Yang Ying;王静远
63 多源数据融合的移动轨迹生成模型的时空模式挖掘方法 专利 王静远;陈超;吴俊杰;熊璋
64 Emoticon-Based Ambivalent Expression: A Hidden Indicator for Unusual Behaviors in Weibo 期刊论文 Hu Yue;Zhao Jichang;Wu Junjie
65 一种基于用户情绪分布的在线社交距离估计方法 专利 赵吉昌;杨阳;范锐
66 Spatio-Temporal Propagation of Cascading Overload Failures in Spatially Embedded Networks 期刊论文 Zhao Jichang;Li Daqing;Sanhedrai Hillel;Cohen Reuven;Havlin Shlomo
67 一种场景识别任务模型的可解释性方法 专利 王静远;王晓阳;李超
68 Deep Trajectory Recovery with Fine Grained Calibration Using Kalman Filter. 期刊论文 Jingyuan Wang;Ning Wu;Xinxi Lu;Wayne Xin Zhao;Kai Feng
69 综合多通道数据来源的网络舆情热度评估方法及装置 专利 刘春阳;张旭;王鹏;李红;吴俊杰;张翔宇;陈志鹏;解峥;宋慧慧
70 Flexible Online Task Assignment in Real-Time Spatial Data 会议论文 Tong Yongxin;Wang Libin;Zhou Zimu;Ding Bolin;Chen Lei;Ye Jieping;Xu Ke
71 Empowering A Search Algorithms with Neural Networks for Personalized Route Recommendation 会议论文 Wang Jingyuan;Wu Ning;Zhao Wayne Xin;Peng Fanzhang;Lin Xin
72 Effective Organizational Improvisation in Information Systems Development: Insights from the Tencent Messaging System Development 期刊论文 Du Wenyu;Wu Junjie;Liu Shanshi;Hackney Raymond A
73 Method of Spare Parts Prediction Models Evaluation Based on Grey Comprehensive Correlation Degree and Association Rules Mining: A Case Study in Aviation 期刊论文 Wang Jun;Pan Xing;Wang Ligeng;Wei Wei
74 Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence 期刊论文 Liu Hongfu;Wu Junjie;Liu Tongliang;Tao Dacheng;Fu Yun
75 Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文 Deqing Wang;Baoyu Jing;Chenwei Lu;Junjie Wu;Guannan Liu;Chenguang Du;Fuzhen Zhuang
76 一种基于线性回归因子非负矩阵分解模型的医疗机构推荐方法 专利 王静远;林雅婷;吴俊杰;熊璋
77 Exploiting the Contagious Effect for Employee Turnover Prediction 会议论文 Teng Mingfei;Zhu Hengshu;Liu Chuanren;Zhu Chen;Xiong Hui
78 Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization 期刊论文 Wang Jingyuan;Wu Junjie;Wang Ze;Gao Fei;Xiong Zhang
79 众创软件人才奖 奖励 许可
80 Examining Destination Images from Travel Blogs: A Big Data Analytical Approach Using Latent Dirichlet Allocation 期刊论文 Wang Rui;Hao Jin Xing;Law Rob;Wang Jun
81 一种微博事件信息传播的连续动态预测方法 专利 赵忠华;吴俊杰;赵志云;鲁骁;袁昆;袁钟怡;郭鲁华
82 Online Minimum Matching in Real-Time Spatial Data: Experiments and Analysis 会议论文 Tong Yongxin;She Jieying;Ding Bolin;Chen Lei;Wo Tianyu;Xu Ke
83 What makes a helpful online review? A meta-analysis of review characteristics 期刊论文 Wang Yani;Wang Jun;Yao Tang
84 Homophily of music listening in online social networks of China 期刊论文 Zhou Zhenkun;Xu Ke;Zhao Jichang
85 一个基于社交媒体的突发事件多维分析系统 专利 赵吉昌;范锐;许可
86 Affinity Regularized Non-Negative Matrix Factorization for Lifelong Topic Modeling 期刊论文 Chen Yong;Wu Junjie;Lin Jianying;Liu Rui;Zhang Hui;Ye Zhiwen
87 基于关键词提取的实体名消岐方法 专利 吴俊杰;部慧;陈禹舟;李晔林;罗炎林
88 深圳“中国电科杯”城市数据创新大赛最佳人气奖 奖励 王静远
89 中国电子学会技术发明一等奖 奖励 李建欣;吴俊杰;胡春明;张日崇;李雄;彭浩
90 基于股评的投资者情绪对股票市场的影响 期刊论文 部慧;解峥;李佳鸿;吴俊杰
91 How do IT Outsourcing Vendors Develop Capabilities? An Organizational Ambidexterity Perspective on a Multi-case Study 期刊论文 Du Wenyu;Pan Shan L.;Wu Junjie
92 基于BERT模型和K近邻的敏感信息识别方法及系统 专利 赵忠华;吴俊杰;赵志云;葛自发;孙小宁;张冰;王欣欣;李欣;袁钟怡;孙立远;付培国;王禄恒;左源;李丰志;李英汉;户中方
93 从风险预测到风险溯源:大数据赋能城市安全管理的行动设计研究 期刊论文 吴俊杰;郑凌方;杜文宇;王静远
94 The Simpler the Better: A Unified Approach to Predicting Original Taxi Demands on Large-Scale Online Platforms 会议论文 Tong Yongxin;Chen Yuqiang;Zhou Zimu;Chen Lei;Wang Jie;Yang Qiang;Ye Jieping;Lv Weifeng
95 利用智能物联网提升城市安全风险预见能力 期刊论文 吴俊杰;杜文宇
96 一种基于群智传感器的网络空间群体性事件感知与检测方法 专利 付培国;赵忠华;王禄恒;万欣欣;李欣;李红;何润龙;张志豪;吴俊杰;袁昆;林浩
97 pRankAggreg: A Fast Clustering Based Partial Rank Aggregation 期刊论文 Gao Yunpeng;Xu Ke
98 国家计算机网络信息安全管理中心优秀团队表彰 奖励 吴俊杰
99 北京市抗击新冠肺炎疫情先进个人 奖励 王静远
100 一种基于层次化图神经网络的路网表征的学习方法 专利 王静远;吴宁;潘达岩
101 SVM-based Deep Stacking Networks 会议论文 Wang Jingyuan;Feng Kai;Wu Junjie
102 Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention 会议论文 Wang Jingyuan;Wang Xiaojian;Wu Junjie
103 Fuzzy Consensus Clustering With Applications on Big Data 期刊论文 Wu Junjie;Wu Zhiang;Cao Jie;Liu Hongfu;Chen Guoqing;Zhang Yanchun
104 全国商业科技进步一等奖:电子商务数据聚合管理和挖掘关键技术研究及其应用 奖励 曹杰;吴俊杰;伍之昂;潘金贵;黄建鹏;任峻;韩金广
105 Fraud Detection via Behavioral Sequence Embedding 期刊论文 Liu Guannan;Guo Jia;Zuo Yuan;Wu Junjie;Guo Ren-yong
106 Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing 会议论文 Tao Qian;Zeng Yuxiang;Zhou Zimu;Tong Yongxin;Chen Lei;Xu Ke
107 一种基于热点事件的舆情知识图谱构建方法 专利 刘春阳;王卿;王萌;赵志云;张旭;苗琳;吴俊杰;袁石
108 互联网金融非显性广告识别方法及装置 专利 部慧;吴俊杰;李晔林;罗炎林;张珏
109 一种基于社交媒体数据的自然灾害损失实时评估方法 专利 赵吉昌;宁云洲
110 hPSD: A Hybrid PU-Learning-Based Spammer Detection Model for Product Reviews 期刊论文 Wu Zhiang;Cao Jie;Wang Yaqiong;Wang Youquan;Zhang Lu;Wu Junjie
111 一种基于语义的特定任务文本关键词提取方法 专利 吴俊杰;孙运动;袁石
112 A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction 会议论文 Meng Qingxin;Zhu Hengshu;Xiao Keli;Zhang Le;Xiong Hui
113 Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis 会议论文 Wang Jingyuan;Wang Ze;Li Jianfeng;Wu Junjie
114 The Optimal Feasible Knowledge Transfer Path in a Knowledge Creation Driven Team 期刊论文 Wang Xiangyu;Wang Jun;Zhang Ruilin
115 Learning Effective Road Network Representation with Hierarchical Graph Neural Networks 会议论文 Wu Ning;Zhao Xin Wayne;Wang Jingyuan;Pan Dayan
116 Adaptive binary quantization for fast nearest neighbor search 会议论文 Li Zhujin;Liu Xianglong;Wu Junjie;Su Hao
117 Psychological contract model for knowledge collaboration in virtual community of practice: An analysis based on the game theory 期刊论文 Wei Wei;Wang Jun;Chen Xuanyi;Yang Jing;Min Xiaowei
118 Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model 会议论文 Zhang Le;Xu Tong;Zhu Chen;Chen Enhong;Xiong Hui;Zhu Hengshu;Qin Chuan
119 Paradoxical Correlation Pattern Mining 期刊论文 Zhou Wenjun;Xiong Hui;Duan Lian;Xiao Keli;Mee Robert
120 Complicating or Simplifying? Investigating the Mixed Impacts of Online Product Information on Consumers' Purchase Decisions 期刊论文 Yu Yan;Liu Ben Qianqian;Hao Jin-Xing;Wang Chuanqi
121 面向微博用户的心理画像方法 专利 赵忠华;吴俊杰;赵志云;袁石;王禄恒;左源;付培国;万欣欣;李欣;王涵菲
122 基于信息理论的网络文本组合聚类 期刊论文 王扬;袁昆;刘洪甫;吴俊杰;包秀国
123 Aftershock Detection with Multi-Scale Description based Neural Network 会议论文 Zhang Qi;Xu Tong;Zhu Hengshu;Zhang Lifu;Xiong Hui;Chen Enhong;Liu Qi
124 《管理世界》2020优秀论文奖 奖励 吴俊杰
125 Online footprints of workforce migration and economic implications 期刊论文 Hu Xiaoqian;Zhao Jichang;Li Hong;Wu Junjie
126 一种基于可解释性的检测并恢复神经网络对抗样本方法 专利 王静远;吴宇帆;李明轩;林鑫;李超
127 Big Data Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Information 期刊论文 Xie Zheng;Liu Guannan;Wu Junjie;Tan Yong
128 Whose posts to read: Finding social sensors for effective information acquisition 期刊论文 Yuan Kun;Liu Guannan;Wu Junjie
129 一种基于异质数据的人物相似度刻画方法 专利 王卿;刘春阳;包秀国;张旭;王萌;李雄;吴俊杰;蒋丽娜
130 国家计算机网络信息安全管理中心优秀团队表彰 奖励 吴俊杰
131 ICEC’18大会最佳论文奖第二名:Orchestrating an Entrepreneurial Ecosystem for Digital Innovation in the E-commerce Era 奖励 Wenyu Du;吴俊杰;Shan L. Pan
132 AlphaStock: A Buying Winners-and-selling-losers Investment Strategy Using Interpretable Deep Reinforcement Attention Networks. 会议论文 Wang Jingyuan;Zhang Yang;Tang Ke;Wu Junjie;Xiong Zhang
133 Knowledge Transmission Model with Consideration of Self-learning Mechanism in Complex Networks 期刊论文 Wang Haiying;Wang Jun;Ding Liting;Wei Wei
134 Who Creates Trends in Online Social Media: The Crowd or Opinion Leaders? 期刊论文 Zhang Leihan;Zhao Jichang;Xu Ke
135 Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network 会议论文 Ye Junchen;Sun Leilei;Du Bowen;Fu Yanjie;Tong Xinran;Xiong Hui
136 基于无监督学习的诈骗呼叫序列检测方法 专利 万辛;刘冠男;林浩;张亮;吴俊杰;安茂波;李鹏;沈亮;高圣翔
137 基于不同人格特征的文本观点挖掘方法 专利 左源;吴俊杰;李文娟;刘冠男;袁石;林浩;张志豪;李丰志
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